Introduction: LIH Department DPH

Here are preliminary results of the bibliometric mapping of the 2022 Luxembourg research evaluation. Its purpose is:

The method for the research-field-mapping can be reiviewed here:

Rakas, M., & Hain, D. S. (2019). The state of innovation system research: What happens beneath the surface?. Research Policy, 48(9), 103787.

Seed Articles

The seed articles deemed representative for the active areas of research in the institution, and include authors affiliated with the institution. They can be selected in three ways:

  1. Via bibliographic clustering of the institutions publications and selection of most central articles per cluster (only clsuters where n >= 0.05N). Selection can be found at https://github.com/daniel-hain/biblio_lux_2022/blob/master/output/seed/scopus_lih_dph_seed.csv
  2. Manual selection of relevant publications.
  3. A combination of 1. and 2.

The present analysis is based on the following seed articles:

AU PY TI JI
FAGHERAZZI G;ZHANG L;AGUAYO… 2021 TOWARDS PRECISION CARDIOMETABOLIC PREVENTION: RESULTS FROM A MACHINE LEARNING, SEMI-SUPERVISED CL… SCI. REP.
BADIMON L;ROBINSON EL;JUSIC… 2021 CARDIOVASCULAR RNA MARKERS AND ARTIFICIAL INTELLIGENCE MAY IMPROVE COVID-19 OUTCOME: A POSITION P… CARDIOVASC. RES.
IGLESIAS-GONZÁLEZ A;SCHAEFF… 2021 COMPREHENSIVE ASSESSMENT OF LOCAL POPULATION CHEMICAL EXPOSOME BY COMBINATION OF ORGANIC POLLUTAN… EXPOS. HEALTH
RUIZ-CASTELL M;COROLLER GL;… 2021 MICRONUTRIENTS AND MARKERS OF OXIDATIVE STRESS AND INFLAMMATION RELATED TO CARDIOMETABOLIC HEALTH… NUTRIENTS
MALISOUX L;DELATTRE N;URHAU… 2020 SHOE CUSHIONING INFLUENCES THE RUNNING INJURY RISK ACCORDING TO BODY MASS: A RANDOMIZED CONTROLLE… AM. J. SPORTS MED.

General Overview over articles

Main Indicators: Publications, Authors, Countries (Tabular)

## 
## 
## MAIN INFORMATION ABOUT DATA
## 
##  Timespan                              2016 : 2021 
##  Sources (Journals, Books, etc)        2422 
##  Documents                             7292 
##  Average years from publication        2.73 
##  Average citations per documents       27.74 
##  Average citations per year per doc    7.012 
##  References                            288777 
##  
## DOCUMENT TYPES                     
##                        1 
##  article               6150 
##  book chapter          43 
##  conference paper      137 
##  data paper            2 
##  editorial             10 
##  english               1 
##  letter                7 
##  note                  14 
##  retracted             2 
##  review                905 
##  short survey          20 
##  
## DOCUMENT CONTENTS
##  Keywords Plus (ID)                    30357 
##  Author's Keywords (DE)                13773 
##  
## AUTHORS
##  Authors                               54272 
##  Author Appearances                    99278 
##  Authors of single-authored documents  124 
##  Authors of multi-authored documents   54148 
##  
## AUTHORS COLLABORATION
##  Single-authored documents             138 
##  Documents per Author                  0.134 
##  Authors per Document                  7.44 
##  Co-Authors per Documents              13.6 
##  Collaboration Index                   7.57 
##  
## 
## Annual Scientific Production
## 
##  Year    Articles
##     2016      578
##     2017      757
##     2018      895
##     2019     1061
##     2020     1921
##     2021     2080
## 
## Annual Percentage Growth Rate 29.18946 
## 
## 
## Most Productive Authors
## 
##    Authors        Articles Authors        Articles Fractionalized
## 1      WANG Y          132     ZHANG Y                      14.28
## 2      ZHANG Y         127     STRANGES S                   12.45
## 3      LI Y            119     BOHN T                       12.19
## 4      WANG X           95     WANG Y                       11.70
## 5      STRANGES S       90     SEIL R                       11.34
## 6      ZHANG X          87     WANG X                       10.55
## 7      ZHANG L          82     ZHANG X                       9.50
## 8      LIU Y            81     LI Y                          9.41
## 9      LI J             79     DEVAUX Y                      8.65
## 10     LI X             78     LI X                          8.58
## 
## 
## Top manuscripts per citations
## 
##                                                        Paper                                    DOI   TC TCperYear
## 1  JAMES SL, 2018, LANCET                                             10.1016/S0140-6736(18)32279-7 4434       887
## 2  GBD 2015 MORTALITY AND CAUSES OF DEATH COLLABORATORS, 2016, LANCET 10.1016/S0140-6736(16)31012-1 3654       522
## 3  VOS T, 2017, LANCET                                                10.1016/S0140-6736(17)32154-2 3488       581
## 4  BENTHAM J, 2017, LANCET                                            10.1016/S0140-6736(17)32129-3 3119       520
## 5  AFSHIN A, 2017, NEW ENGL J MED                                     10.1056/NEJMoa1614362         3027       504
## 6  GBD 2017 CAUSES OF DEATH COLLABORATORS, 2018, LANCET               10.1016/S0140-6736(18)32203-7 2759       552
## 7  DI CESARE M, 2016, LANCET                                          10.1016/S0140-6736(16)30054-X 2749       393
## 8  LAN J, 2020, NATURE                                                10.1038/s41586-020-2180-5     2635       878
## 9  NAGHAVI M, 2017, LANCET                                            10.1016/S0140-6736(17)32152-9 2588       431
## 10 FOROUZANFAR MH, 2016, LANCET                                       10.1016/S0140-6736(16)31679-8 2535       362
##      NTC
## 1  115.8
## 2   63.4
## 3   64.8
## 4   58.0
## 5   56.2
## 6   72.1
## 7   47.7
## 8   85.3
## 9   48.1
## 10  44.0
## 
## 
## Corresponding Author's Countries
## 
##           Country Articles   Freq  SCP MCP MCP_Ratio
## 1  USA                1332 0.1985 1000 332     0.249
## 2  CHINA              1025 0.1527  827 198     0.193
## 3  ITALY               341 0.0508  231 110     0.323
## 4  UNITED KINGDOM      323 0.0481  167 156     0.483
## 5  FRANCE              254 0.0378  135 119     0.469
## 6  GERMANY             234 0.0349  123 111     0.474
## 7  SPAIN               225 0.0335  165  60     0.267
## 8  CANADA              223 0.0332  130  93     0.417
## 9  BRAZIL              190 0.0283  143  47     0.247
## 10 LUXEMBOURG          187 0.0279   62 125     0.668
## 
## 
## SCP: Single Country Publications
## 
## MCP: Multiple Country Publications
## 
## 
## Total Citations per Country
## 
##          Country      Total Citations Average Article Citations
## 1  USA                          54525                     40.93
## 2  CHINA                        23324                     22.76
## 3  UNITED KINGDOM               15917                     49.28
## 4  ITALY                         8663                     25.40
## 5  FRANCE                        5940                     23.39
## 6  GERMANY                       5917                     25.29
## 7  SPAIN                         4389                     19.51
## 8  CANADA                        4127                     18.51
## 9  LUXEMBOURG                    3328                     17.80
## 10 AUSTRALIA                     3299                     21.99
## 
## 
## Most Relevant Sources
## 
##                                                       Sources        Articles
## 1  PLOS ONE                                                               123
## 2  SCIENTIFIC REPORTS                                                     108
## 3  NUTRIENTS                                                               86
## 4  INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH       80
## 5  SCIENCE OF THE TOTAL ENVIRONMENT                                        75
## 6  ENVIRONMENT INTERNATIONAL                                               58
## 7  CHEMOSPHERE                                                             56
## 8  BMJ OPEN                                                                54
## 9  ENVIRONMENTAL POLLUTION                                                 52
## 10 ENVIRONMENTAL RESEARCH                                                  52
## 
## 
## Most Relevant Keywords
## 
##    Author Keywords (DE)      Articles Keywords-Plus (ID)     Articles
## 1         COVID-19                937   MALE                     6652
## 2         SARS-COV-2              392   FEMALE                   6633
## 3         OBESITY                 295   HUMAN                    5633
## 4         MORTALITY               211   ADULT                    5088
## 5         CORONAVIRUS             202   HUMANS                   4819
## 6         METABOLIC SYNDROME      201   ARTICLE                  4358
## 7         HYPERTENSION            162   MIDDLE AGED              4204
## 8         INFLAMMATION            161   AGED                     3242
## 9         OXIDATIVE STRESS        153   CONTROLLED STUDY         2664
## 10        RUNNING                 151   MAJOR CLINICAL STUDY     2149

Main Indicators: Publications, Authors, Countries (Graphical)

Cited references

Top 20 cited references (by corpus documents):

CR n
FINE, J.P., GRAY, R.J., A PROPORTIONAL HAZARDS MODEL FOR THE SUBDISTRIBUTION OF A COMPETING RISK (1999) J AM STAT ASSOC, 94, PP. 496-509 106
HUANG, C., WANG, Y., LI, X., CLINICAL FEATURES OF PATIENTS INFECTED WITH 2019 NOVEL CORONAVIRUS IN WUHAN, CHINA (2020) LANCET, 395, PP. 497-506 103
ZHOU, F., YU, T., DU, R., CLINICAL COURSE AND RISK FACTORS FOR MORTALITY OF ADULT INPATIENTS WITH COVID-19 IN WUHAN, CHINA: A RETROSPECTIVE COHORT STUDY (2020) LANCET, 395, PP. 1054-1062 89
NATIONAL HEART, LUNG, AND BLOOD INSTITUTE 81
CHEN, N., ZHOU, M., DONG, X., EPIDEMIOLOGICAL AND CLINICAL CHARACTERISTICS OF 99 CASES OF 2019 NOVEL CORONAVIRUS PNEUMONIA IN WUHAN, CHINA: A DESCRIPTIVE STUDY (2020) LANCET, 395, PP. 507-513 69
WANG, D., HU, B., HU, C., CLINICAL CHARACTERISTICS OF 138 HOSPITALIZED PATIENTS WITH 2019 NOVEL CORONAVIRUS-INFECTED PNEUMONIA IN WUHAN, CHINA (2020) JAMA, 323, PP. 1061-1069 68
ZHOU, F., YU, T., DU, R., CLINICAL COURSE AND RISK FACTORS FOR MORTALITY OF ADULT INPATIENTS WITH COVID-19 IN WUHAN, CHINA: A RETROSPECTIVE COHORT STUDY (2020) LANCET, 395 (10229), PP. 1054-1062 65
HUANG, C., WANG, Y., LI, X., CLINICAL FEATURES OF PATIENTS INFECTED WITH 2019 NOVEL CORONAVIRUS IN WUHAN, CHINA (2020) LANCET, 395 (10223), PP. 497-506 63
PEDUZZI, P., CONCATO, J., FEINSTEIN, A.R., HOLFORD, T.R., IMPORTANCE OF EVENTS PER INDEPENDENT VARIABLE IN PROPORTIONAL HAZARDS REGRESSION ANALYSIS. II. ACCURACY AND PRECISION OF REGRESSION ESTIMATES (1995) J CLIN EPIDEMIOL, 48, PP. 1503-1510 52
TSATSAKIS, A.M., DOCEA, A.O., TSITSIMPIKOU, C., NEW CHALLENGES IN RISK ASSESSMENT OF CHEMICALS WHEN SIMULATING REAL EXPOSURE SCENARIOS 51
MOHER, D., HOPEWELL, S., SCHULZ, K.F., CONSORT 2010 EXPLANATION AND ELABORATION: UPDATED GUIDELINES FOR REPORTING PARALLEL GROUP RANDOMISED TRIALS (2010) BMJ, 340, P. C869 48
WANG, D., HU, B., HU, C., CLINICAL CHARACTERISTICS OF 138 HOSPITALIZED PATIENTS WITH 2019 NOVEL CORONAVIRUS-INFECTED PNEUMONIA IN WUHAN, CHINA (2020) JAMA, 323 (11), PP. 1061-1069 48
HUANG, C., WANG, Y., LI, X., REN, L., ZHAO, J., HU, Y., CLINICAL FEATURES OF PATIENTS INFECTED WITH 2019 NOVEL CORONAVIRUS IN WUHAN, CHINA (2020) LANCET, 395, PP. 497-506 47
CHEN, N., ZHOU, M., DONG, X., EPIDEMIOLOGICAL AND CLINICAL CHARACTERISTICS OF 99 CASES OF 2019 NOVEL CORONAVIRUS PNEUMONIA IN WUHAN, CHINA: A DESCRIPTIVE STUDY (2020) LANCET, 395 (10223), PP. 507-513 46
CHEN, T., WU, D., CHEN, H., CLINICAL CHARACTERISTICS OF 113 DECEASED PATIENTS WITH CORONAVIRUS DISEASE 2019: RETROSPECTIVE STUDY (2020) BMJ, 368, P. M1091 46
VAN BUUREN, S., GROOTHUIS-OUDSHOORN, K., MICE: MULTIVARIATE IMPUTATION BY CHAINED EQUATIONS IN R (2011) J STAT SOFTW, 45, PP. 1-67 45
KNOL, M.J., VANDERWEELE, T.J., RECOMMENDATIONS FOR PRESENTING ANALYSES OF EFFECT MODIFICATION AND INTERACTION (2012) INT J EPIDEMIOL, 41, PP. 514-520 44
AND INTERNATIONAL ASSOCIATION FOR THE STUDY OF OBESITY (2009) CIRCULATION, 120, PP. 1640-1645 43
VANDENBERG, L.N., HAUSER, R., MARCUS, M., OLEA, N., WELSHONS, W.V., HUMAN EXPOSURE TO BISPHENOL A (BPA) (2007) REPROD. TOXICOL., 24, PP. 139-177 41
CHEN, N., ZHOU, M., DONG, X., QU, J., GONG, F., HAN, Y., EPIDEMIOLOGICAL AND CLINICAL CHARACTERISTICS OF 99 CASES OF 2019 NOVEL CORONAVIRUS PNEUMONIA IN WUHAN, CHINA: A DESCRIPTIVE STUDY (2020) LANCET, 395, PP. 507-513 40

Additional analysis

Authors, Themes & Journals

Endnotes

All results are preliminary so far…